analyze-papers

Analyze reference PDFs and generate paper documentation and constraints overviews.

7|Updated Mar 19, 2026
One-click install
npx skills add https://github.com/dmlguq456/claude_setting --skill analyze-papers
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze-papers
Source: https://github.com/dmlguq456/claude_setting/tree/main/skills/analyze-papers
Command: npx skills add https://github.com/dmlguq456/claude_setting --skill analyze-papers

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Read reference papers (PDFs in .claude_reports/refs/) and generate/update docs_paper/ documentation including 00_overview_and_constraints.md

Core Features & Use Cases

  • Analyze and summarize reference papers
  • Generate/update per-paper summaries and the 00_overview_and_constraints.md
  • Use cases include preparing research docs and mapping papers to code variants

Quick Start

Analyze all referenced papers and generate the required documentation and constraints overview.

Frequently Asked Questions about analyze-papers

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I summarize research papers and map design constraints to source code?

To summarize research papers and map design constraints, you can analyze reference PDFs to generate per-paper documentation and update an overview file. This process aligns paper insights with source code in your models directory to ensure project constraints are met.

What is the best way to generate documentation from reference PDFs for a research team?

Generating documentation from reference PDFs involves reading files from your reports directory and producing structured paper summaries. It coordinates with a research-team agent to create an updated overview document tracking all design constraints.

Can I check if my source code aligns with the methods described in reference papers?

Yes, you can check if source code aligns with reference papers by comparing your models directory against generated paper summaries. This alignment check verifies that your implementation matches the documented design constraints and methodologies.

How do I update an overview and constraints document after adding new reference PDFs?

To update an overview and constraints document after adding new reference PDFs, analyze the new files alongside existing documentation. The process regenerates per-paper summaries and consolidates them into a single updated overview file.

Does this paper analysis process work without external dependencies?

Yes, the paper analysis process works without external dependencies. It operates directly on local reference PDFs, existing documentation folders, and source code to produce the required summaries and constraint mappings internally.